Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 0.163752 0.179670 0.197048 0.217532 0.241152 0.267701 0.300030
2025-06-01 0.134828 0.155988 0.180935 0.212944 0.253559 0.304287 0.373950
2025-06-08 0.118254 0.142004 0.171593 0.212044 0.267367 0.342753 0.457834
2025-06-15 0.107644 0.133067 0.166154 0.213791 0.283221 0.385428 0.557730
2025-06-22 0.095740 0.120698 0.154165 0.204136 0.280391 0.399338 0.616144
2025-06-29 0.086969 0.111465 0.145156 0.197066 0.279567 0.415221 0.681488
2025-07-06 0.080336 0.104474 0.138432 0.192263 0.281091 0.434643 0.758918
2025-07-13 0.077519 0.102538 0.138680 0.197958 0.300364 0.488901 0.927332
2025-07-20 0.075408 0.101373 0.139852 0.205100 0.323134 0.555123 1.154640
2025-07-27 0.073326 0.100033 0.140548 0.211412 0.345361 0.626167 1.436394
2025-08-03 0.071131 0.098319 0.140437 0.216224 0.365471 0.698436 1.773884
2025-08-10 0.067940 0.094822 0.137124 0.214887 0.372931 0.743324 2.058003
2025-08-17 0.063431 0.089078 0.129842 0.205823 0.363469 0.745323 2.193007
2025-08-24 0.060194 0.085191 0.125423 0.201740 0.364347 0.775613 2.481538
2025-08-31 0.057814 0.082531 0.122877 0.200944 0.372421 0.828711 2.944439
2025-09-07 0.056040 0.080736 0.121663 0.202573 0.386357 0.904352 3.652281
2025-09-14 0.052740 0.076256 0.115458 0.193620 0.373561 0.892796 3.811485
2025-09-21 0.050049 0.072664 0.110623 0.187056 0.365794 0.896109 4.095825
2025-09-28 0.047864 0.069819 0.106959 0.182592 0.362698 0.914839 4.548207
2025-10-05 0.047242 0.069568 0.107934 0.187884 0.385557 1.035164 6.248590
2025-10-12 0.046819 0.069624 0.109460 0.194516 0.413477 1.191136 9.196935
2025-10-19 0.046295 0.069471 0.110576 0.200371 0.440678 1.363054 13.999210
2025-10-26 0.045613 0.069000 0.111050 0.204830 0.464949 1.540601 21.831659